• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

单细胞 RNA 测序揭示了 COVID-19 和阿尔茨海默病导致认知障碍的共同机制。

Single-nucleus RNA sequencing reveals the shared mechanisms inducing cognitive impairment between COVID-19 and Alzheimer's disease.

机构信息

School of Biological Science and Medical Engineering, Beihang University, Beijing, China.

College of Clinical, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

出版信息

Front Immunol. 2022 Sep 23;13:967356. doi: 10.3389/fimmu.2022.967356. eCollection 2022.

DOI:10.3389/fimmu.2022.967356
PMID:36211330
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9538863/
Abstract

Alzheimer's disease (AD)-like cognitive impairment, a kind of Neuro-COVID syndrome, is a reported complication of SARS-CoV-2 infection. However, the specific mechanisms remain largely unknown. Here, we integrated single-nucleus RNA-sequencing data to explore the potential shared genes and pathways that may lead to cognitive dysfunction in AD and COVID-19. We also constructed ingenuity AD-high-risk scores based on AD-high-risk genes from transcriptomic, proteomic, and Genome-Wide Association Studies (GWAS) data to identify disease-associated cell subtypes and potential targets in COVID-19 patients. We demonstrated that the primary disturbed cell populations were astrocytes and neurons between the above two dis-eases that exhibit cognitive impairment. We identified significant relationships between COVID-19 and AD involving synaptic dysfunction, neuronal damage, and neuroinflammation. Our findings may provide new insight for future studies to identify novel targets for preventive and therapeutic interventions in COVID-19 patients.

摘要

阿尔茨海默病(AD)样认知障碍是一种神经 COVID-19 综合征,是 SARS-CoV-2 感染的一种报道的并发症。然而,其具体机制在很大程度上仍不清楚。在这里,我们整合了单细胞 RNA 测序数据,以探索可能导致 AD 和 COVID-19 认知功能障碍的潜在共享基因和途径。我们还基于转录组、蛋白质组和全基因组关联研究(GWAS)数据中的 AD 高风险基因构建了创意 AD 高风险评分,以确定 COVID-19 患者中与疾病相关的细胞亚型和潜在靶点。我们表明,上述两种疾病中表现出认知障碍的主要紊乱细胞群是星形胶质细胞和神经元。我们确定了 COVID-19 和 AD 之间的显著关系,涉及突触功能障碍、神经元损伤和神经炎症。我们的研究结果可能为未来的研究提供新的见解,以确定 COVID-19 患者预防和治疗干预的新靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/e6a5e7811dc7/fimmu-13-967356-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/bbb6e5b0d299/fimmu-13-967356-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/db8b8bded664/fimmu-13-967356-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/3540d9923652/fimmu-13-967356-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/388e66313516/fimmu-13-967356-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/e6a5e7811dc7/fimmu-13-967356-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/bbb6e5b0d299/fimmu-13-967356-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/db8b8bded664/fimmu-13-967356-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/3540d9923652/fimmu-13-967356-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/388e66313516/fimmu-13-967356-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e1eb/9538863/e6a5e7811dc7/fimmu-13-967356-g005.jpg

相似文献

1
Single-nucleus RNA sequencing reveals the shared mechanisms inducing cognitive impairment between COVID-19 and Alzheimer's disease.单细胞 RNA 测序揭示了 COVID-19 和阿尔茨海默病导致认知障碍的共同机制。
Front Immunol. 2022 Sep 23;13:967356. doi: 10.3389/fimmu.2022.967356. eCollection 2022.
2
Network medicine links SARS-CoV-2/COVID-19 infection to brain microvascular injury and neuroinflammation in dementia-like cognitive impairment.网络医学将 SARS-CoV-2/COVID-19 感染与痴呆样认知障碍中的脑微血管损伤和神经炎症联系起来。
Alzheimers Res Ther. 2021 Jun 9;13(1):110. doi: 10.1186/s13195-021-00850-3.
3
Network medicine links SARS-CoV-2/COVID-19 infection to brain microvascular injury and neuroinflammation in dementia-like cognitive impairment.网络医学将严重急性呼吸综合征冠状病毒2/冠状病毒病感染与痴呆样认知障碍中的脑微血管损伤和神经炎症联系起来。
bioRxiv. 2021 Mar 22:2021.03.15.435423. doi: 10.1101/2021.03.15.435423.
4
Investigating the Potential Shared Molecular Mechanisms between COVID-19 and Alzheimer's Disease via Transcriptomic Analysis.通过转录组分析探究 COVID-19 和阿尔茨海默病之间潜在的共享分子机制。
Viruses. 2024 Jan 9;16(1):100. doi: 10.3390/v16010100.
5
SARS-CoV-2 Exacerbates Beta-Amyloid Neurotoxicity, Inflammation and Oxidative Stress in Alzheimer's Disease Patients.SARS-CoV-2 加重阿尔茨海默病患者的β-淀粉样蛋白神经毒性、炎症和氧化应激。
Int J Mol Sci. 2021 Dec 19;22(24):13603. doi: 10.3390/ijms222413603.
6
Profiling Basal Forebrain Cholinergic Neurons Reveals a Molecular Basis for Vulnerability Within the Ts65Dn Model of Down Syndrome and Alzheimer's Disease.基底前脑胆碱能神经元分析揭示唐氏综合征和阿尔茨海默病 Ts65Dn 模型中易损性的分子基础。
Mol Neurobiol. 2021 Oct;58(10):5141-5162. doi: 10.1007/s12035-021-02453-3. Epub 2021 Jul 14.
7
[Analysis of genetic difference between mild cognitive impairment and Alzheimer's disease through genome-wide association study].通过全基因组关联研究分析轻度认知障碍与阿尔茨海默病之间的遗传差异
Zhonghua Yi Xue Yi Chuan Xue Za Zhi. 2018 Jun 10;35(3):342-346. doi: 10.3760/cma.j.issn.1003-9406.2018.03.008.
8
The Mount Sinai cohort of large-scale genomic, transcriptomic and proteomic data in Alzheimer's disease.西奈山队列的大规模基因组、转录组和蛋白质组学数据在阿尔茨海默病中的应用。
Sci Data. 2018 Sep 11;5:180185. doi: 10.1038/sdata.2018.185.
9
Alzheimer's-like signaling in brains of COVID-19 patients.COVID-19 患者大脑中的类阿尔茨海默病信号。
Alzheimers Dement. 2022 May;18(5):955-965. doi: 10.1002/alz.12558. Epub 2022 Feb 3.
10
The Neuropathological Impacts of COVID-19: Challenges and Alternative Treatment Options for Alzheimer's Like Brain Changes on Severely SARS-CoV-2 Infected Patients.新型冠状病毒肺炎的神经病理学影响:严重严重急性呼吸综合征冠状病毒 2 感染患者的阿尔茨海默病样脑改变的挑战和替代治疗选择。
Am J Alzheimers Dis Other Demen. 2023 Jan-Dec;38:15333175231214974. doi: 10.1177/15333175231214974.

引用本文的文献

1
Identification of novel metabolism-related biomarkers of Kawasaki disease by integrating single-cell RNA sequencing analysis and machine learning algorithms.通过整合单细胞RNA测序分析和机器学习算法鉴定川崎病新的代谢相关生物标志物。
Front Immunol. 2025 Apr 10;16:1541939. doi: 10.3389/fimmu.2025.1541939. eCollection 2025.
2
New perspectives on heterogeneity in astrocyte reactivity in neuroinflammation.神经炎症中星形胶质细胞反应性异质性的新观点。
Brain Behav Immun Health. 2025 Jan 31;44:100948. doi: 10.1016/j.bbih.2025.100948. eCollection 2025 Mar.
3
Anti-Inflammatory and Neuroprotective Polyphenols Derived from the European Olive Tree, L., in Long COVID and Other Conditions Involving Cognitive Impairment.

本文引用的文献

1
Prognosis and Dissection of Immunosuppressive Microenvironment in Breast Cancer Based on Fatty Acid Metabolism-Related Signature.基于脂肪酸代谢相关特征的乳腺癌免疫抑制微环境的预后与剖析
Front Immunol. 2022 Mar 31;13:843515. doi: 10.3389/fimmu.2022.843515. eCollection 2022.
2
The UGT2A1/UGT2A2 locus is associated with COVID-19-related loss of smell or taste.UGT2A1/UGT2A2 基因座与 COVID-19 相关的嗅觉或味觉丧失有关。
Nat Genet. 2022 Feb;54(2):121-124. doi: 10.1038/s41588-021-00986-w. Epub 2022 Jan 17.
3
The neuropsychiatry of Parkinson's disease: advances and challenges.
源自欧洲橄榄树的抗炎和神经保护多酚在长新冠和其他涉及认知障碍的疾病中的应用。
Int J Mol Sci. 2024 Oct 14;25(20):11040. doi: 10.3390/ijms252011040.
4
Alterations in microbiota of patients with COVID-19: implications for therapeutic interventions.新型冠状病毒肺炎患者微生物群的改变:对治疗干预的启示
MedComm (2020). 2024 Mar 15;5(4):e513. doi: 10.1002/mco2.513. eCollection 2024 Apr.
5
Neuroproteomic Analysis after SARS-CoV-2 Infection Reveals Overrepresented Neurodegeneration Pathways and Disrupted Metabolic Pathways.新冠病毒感染后的神经蛋白质组学分析揭示了过度表达的神经退行性变途径和代谢途径紊乱。
Biomolecules. 2023 Oct 30;13(11):1597. doi: 10.3390/biom13111597.
6
Single-cell dissection, hdWGCNA and deep learning reveal the role of oxidatively stressed plasma cells in ulcerative colitis.单细胞剖析、hdWGCNA 和深度学习揭示氧化应激浆细胞在溃疡性结肠炎中的作用。
Acta Biochim Biophys Sin (Shanghai). 2023 Nov 25;55(11):1730-1739. doi: 10.3724/abbs.2023237.
7
Why Is Iron Deficiency/Anemia Linked to Alzheimer's Disease and Its Comorbidities, and How Is It Prevented?缺铁/贫血为何与阿尔茨海默病及其合并症相关,又如何预防?
Biomedicines. 2023 Aug 30;11(9):2421. doi: 10.3390/biomedicines11092421.
8
Identification of antigen-presentation related B cells as a key player in Crohn's disease using single-cell dissecting, hdWGCNA, and deep learning.利用单细胞解析、hdWGCNA 和深度学习鉴定克罗恩病中抗原呈递相关 B 细胞的关键作用。
Clin Exp Med. 2023 Dec;23(8):5255-5267. doi: 10.1007/s10238-023-01145-7. Epub 2023 Aug 8.
9
Cognitive impairment in long-COVID and its association with persistent dysregulation in inflammatory markers.长新冠中的认知障碍及其与持续性炎症标志物失调的关联。
Front Immunol. 2023 May 23;14:1174020. doi: 10.3389/fimmu.2023.1174020. eCollection 2023.
10
Late neurological consequences of SARS-CoV-2 infection: New challenges for the neurologist.新型冠状病毒2型感染的迟发性神经后果:神经科医生面临的新挑战。
Front Neurosci. 2023 Feb 9;17:1004957. doi: 10.3389/fnins.2023.1004957. eCollection 2023.
帕金森病的神经精神医学:进展与挑战。
Lancet Neurol. 2022 Jan;21(1):89-102. doi: 10.1016/S1474-4422(21)00330-6.
4
Revisiting the grammar of Tau aggregation and pathology formation: how new insights from brain pathology are shaping how we study and target Tauopathies.重新审视 Tau 蛋白聚集与病理形成的机制:脑病理学的新见解如何塑造我们对 Tau 蛋白病的研究及靶向治疗方法。
Chem Soc Rev. 2022 Jan 24;51(2):513-565. doi: 10.1039/d1cs00127b.
5
A Novel Coronavirus Genome Identified in a Cluster of Pneumonia Cases - Wuhan, China 2019-2020.在中国武汉2019 - 2020年肺炎病例群中发现的一种新型冠状病毒基因组
China CDC Wkly. 2020 Jan 24;2(4):61-62.
6
The Hidden Side of NCAM Family: NCAM2, a Key Cytoskeleton Organization Molecule Regulating Multiple Neural Functions.NCAM 家族的隐藏面:NCAM2,一种调节多种神经功能的关键细胞骨架组织分子。
Int J Mol Sci. 2021 Sep 16;22(18):10021. doi: 10.3390/ijms221810021.
7
clusterProfiler 4.0: A universal enrichment tool for interpreting omics data.clusterProfiler 4.0:用于解释组学数据的通用富集工具。
Innovation (Camb). 2021 Jul 1;2(3):100141. doi: 10.1016/j.xinn.2021.100141. eCollection 2021 Aug 28.
8
Comprehensive Analysis of the Systemic Transcriptomic Alternations and Inflammatory Response during the Occurrence and Progress of COVID-19.全面分析 COVID-19 发生和进展过程中的系统转录组变化和炎症反应。
Oxid Med Cell Longev. 2021 Aug 26;2021:9998697. doi: 10.1155/2021/9998697. eCollection 2021.
9
Proteomic landscape of Alzheimer's Disease: novel insights into pathogenesis and biomarker discovery.阿尔茨海默病的蛋白质组学全景:发病机制和生物标志物发现的新见解。
Mol Neurodegener. 2021 Aug 12;16(1):55. doi: 10.1186/s13024-021-00474-z.
10
Identification of novel drug targets for Alzheimer's disease by integrating genetics and proteomes from brain and blood.通过整合大脑和血液的遗传学和蛋白质组学信息,鉴定阿尔茨海默病的新型药物靶点。
Mol Psychiatry. 2021 Oct;26(10):6065-6073. doi: 10.1038/s41380-021-01251-6. Epub 2021 Aug 11.